Vivien Cabannes

Berfin Simsek

Alberto Bietti

CoRR, 2024

Mode Estimation with Partial Feedback.

[BibT_eX]

[DOI]

Charles Arnal

Vianney Perchet

CoRR, 2024

2023

Touring sampling with pushforward maps.

[BibT_eX]

[DOI]

Charles Arnal

CoRR, 2023

Scaling Laws for Associative Memories.

[BibT_eX]

[DOI]

Elvis Dohmatob

Alberto Bietti

CoRR, 2023

Open Problem: Learning with Variational Objectives on Measures.

[BibT_eX]

[DOI]

Carles Domingo-Enrich

CoRR, 2023

Going Deeper with Spectral Embeddings.

[BibT_eX]

[DOI]

CoRR, 2023

How many samples are needed to leverage smoothness?

[BibT_eX]

[DOI]

Stefano Vigogna

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Birth of a Transformer: A Memory Viewpoint.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

The SSL Interplay: Augmentations, Inductive Bias, and Generalization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Active Self-Supervised Learning: A Few Low-Cost Relationships Are All You Need.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

On Minimal Variations for Unsupervised Representation Learning.

[BibT_eX]

[DOI]

Alberto Bietti

Randall Balestriero

Proceedings of the IEEE International Conference on Acoustics, 2023

Learning with Variational Objectives on Measures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

A Case of Exponential Convergence Rates for SVM.

[BibT_eX]

[DOI]

Stefano Vigogna

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

From Weakly Supervised Learning to Active Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Active Labeling: Streaming Stochastic Gradients.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Disambiguation of weak supervision with exponential convergence rates.

[BibT_eX]

[DOI]

CoRR, 2021

Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning.

[BibT_eX]

[DOI]

Loucas Pillaud-Vivien

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Disambiguation of Weak Supervision leading to Exponential Convergence rates.

[BibT_eX]

[DOI]

Vivien A. Cabannes

Proceedings of the 38th International Conference on Machine Learning, 2021

Fast Rates for Structured Prediction.

[BibT_eX]

[DOI]

Vivien A. Cabannes

Proceedings of the Conference on Learning Theory, 2021

2020

Diptychs of human and machine perceptions.

[BibT_eX]

[DOI]

Thomas Kerdreux

Louis Thiry

CoRR, 2020

Consistency and Regression with Laplacian regularization in Reproducing Kernel Hilbert Space.

[BibT_eX]

[DOI]

CoRR, 2020

Structured Prediction with Partial Labelling through the Infimum Loss.

[BibT_eX]

[DOI]